Report of the workflow results
1 The results as an interactive table
2 The results as sensitivity plots
3 The top 50 most sensitive clusters
Cluster 50 - 9 transcripts (~ 25% < 1.95 μg/L)
Driver GO terms :
KEGG pathways : Retinol metabolism
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| cyp27c1 | 7.3 | FALSE | inc |
| cyp3c1_1.2 | 42.0 | FALSE | inc |
| cyp3c3_2.1 | 1.2 | FALSE | U |
| lrata | 37.8 | FALSE | inc |
| lratb.2 | 1.9 | FALSE | inc |
| ugt1b1_1.2 | 3.8 | FALSE | dec |
| ugt2a7_2.2 | 2.5 | FALSE | dec |
| ugt2a7_3.1 | 1.7 | FALSE | dec |
| zgc:77938 | 2.9 | FALSE | dec |
Cluster 66 - 4 transcripts (~ 25% < 2.06 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| atg3 | 2.2 | FALSE | U |
| pi4kaa | 42.3 | FALSE | dec |
| pik3c3_1.2 | 3.9 | FALSE | inc |
| rab5ab | 1.7 | FALSE | dec |
Cluster 49 - 4 transcripts (~ 25% < 2.58 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| glo1 | 45.4 | FALSE | inc |
| mccc2 | 3.0 | FALSE | U |
| sdsl | 1.2 | FALSE | dec |
| tdh2 | 36.5 | FALSE | dec |
Cluster 17 - 32 transcripts (~ 25% < 2.64 μg/L)
Driver GO terms : lipid biosynthetic process
KEGG pathways : Steroid biosynthesis
Wikipathways : Cholesterol biosynthesis
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| acsl1b | 2.18 | FALSE | dec |
| alox12 | 3.38 | FALSE | dec |
| cers5 | 2.59 | FALSE | dec |
| crppa | 18.97 | FALSE | inc |
| cyp17a1 | 2.73 | FALSE | dec |
| cyp27b1 | 3.01 | FALSE | dec |
| dhcr7 | 2.41 | FALSE | dec |
| ERG28 | 41.26 | FALSE | dec |
| fdft1_1.2 | 1.49 | FALSE | dec |
| fitm1l | 27.73 | FALSE | inc |
| fnta_1.2 | 1.88 | FALSE | dec |
| fnta_1.3 | 30.02 | FALSE | inc |
| gpam | 30.83 | FALSE | dec |
| hmgcs1_1.2 | 2.98 | FALSE | dec |
| impad1 | 2.66 | FALSE | dec |
| insig2 | 36.86 | FALSE | dec |
| lss | 0.49 | FALSE | U |
| nus1 | 28.81 | FALSE | dec |
| pisd_2.1 | 57.14 | FALSE | dec |
| ptdss2_1.2 | 22.71 | FALSE | dec |
| PYURF_1.1 | 7.37 | FALSE | inc |
| sc5d | 2.28 | FALSE | dec |
| scap | 37.09 | FALSE | dec |
| sccpdha.1 | 1.98 | FALSE | dec |
| scd | 23.97 | FALSE | inc |
| selenoi | 3.77 | FALSE | dec |
| si:dkey-205h13.1_1.2 | 3.42 | FALSE | inc |
| si:dkey-91i10.3 | 3.26 | FALSE | dec |
| st6galnac4 | 23.11 | FALSE | dec |
| tamm41 | 34.60 | FALSE | inc |
| ugt8_2.1 | 4.12 | FALSE | dec |
| zgc:77375 | 34.02 | FALSE | dec |
Cluster 52 - 34 transcripts (~ 25% < 2.98 μg/L)
Driver GO terms : cellular lipid metabolic process
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| abcd1_1.2 | 4.68 | FALSE | dec |
| acox3 | 3.06 | FALSE | dec |
| acsl1b | 2.18 | FALSE | dec |
| alox12 | 3.38 | FALSE | dec |
| cers5 | 2.59 | FALSE | dec |
| cpt1aa_1.2 | 2.96 | FALSE | dec |
| crppa | 18.97 | FALSE | inc |
| enpp7.1_3.1 | 0.84 | FALSE | U |
| fa2h_1.3 | 1.67 | FALSE | dec |
| fitm1l | 27.73 | FALSE | inc |
| gba2_1.2 | 1.39 | FALSE | dec |
| gpam | 30.83 | FALSE | dec |
| hexb_1.3 | 39.70 | FALSE | dec |
| impad1 | 2.66 | FALSE | dec |
| mboat2a | 24.39 | FALSE | dec |
| mtmr3_2.2 | 17.77 | FALSE | dec |
| mtmr7a_2.1 | 1.61 | FALSE | inc |
| nus1 | 28.81 | FALSE | dec |
| pisd_2.1 | 57.14 | FALSE | dec |
| plcg2_1.2 | 4.02 | FALSE | dec |
| proca1 | 3.66 | FALSE | inc |
| ptdss2_1.2 | 22.71 | FALSE | dec |
| PYURF_1.1 | 7.37 | FALSE | inc |
| sccpdha.1 | 1.98 | FALSE | dec |
| scd | 23.97 | FALSE | inc |
| selenoi | 3.77 | FALSE | dec |
| si:dkey-205h13.1_1.2 | 3.42 | FALSE | inc |
| smpd3 | 49.35 | FALSE | dec |
| srd5a3 | 25.25 | FALSE | inc |
| st6galnac4 | 23.11 | FALSE | dec |
| tamm41 | 34.60 | FALSE | inc |
| taz_1.4 | 35.85 | FALSE | inc |
| ugt8_2.1 | 4.12 | FALSE | dec |
| zgc:77375 | 34.02 | FALSE | dec |
Cluster 48 - 4 transcripts (~ 25% < 3.01 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| cbfa2t3_1.2 | 2.5 | FALSE | bell |
| ldb1b_1.2 | 31.6 | TRUE | dec |
| lmo1_1.1 | 3.2 | TRUE | inc |
| tcf3a_1.2 | 35.7 | TRUE | dec |
Cluster 68 - 29 transcripts (~ 25% < 3.03 μg/L)
Driver GO terms : muscle contraction
KEGG pathways : Motor proteins
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| atp2a1_1.1 | 42.98 | FALSE | inc |
| BX936363.1 | 33.56 | FALSE | dec |
| cald1a | 4.63 | FALSE | dec |
| cx39.9 | 27.78 | FALSE | inc |
| dctn1a_1.2 | 35.74 | FALSE | dec |
| dctn4_1.3 | 4.08 | FALSE | bell |
| dynll2b | 3.69 | FALSE | inc |
| erp44 | 3.03 | FALSE | dec |
| htr1d | 2.67 | FALSE | inc |
| kif1b_1.1 | 5.11 | FALSE | dec |
| kifc1_1.2 | 26.20 | FALSE | inc |
| kifc3_1.5 | 45.08 | FALSE | dec |
| myhz1.1_2.1 | 2.79 | FALSE | inc |
| myhz1.2_1.2 | 1.92 | FALSE | inc |
| myhz1.3 | 4.89 | FALSE | inc |
| mylpfa_1.2 | 4.62 | FALSE | inc |
| myo1b_1.3 | 2.90 | FALSE | dec |
| MYO1D | 4.14 | FALSE | dec |
| rock2a_1.2 | 3.57 | FALSE | U |
| scn4ba | 34.66 | FALSE | dec |
| tnnc2 | 6.22 | FALSE | inc |
| tnni2a.4_1.2 | 24.82 | FALSE | inc |
| tnni4b.2 | 29.69 | FALSE | inc |
| tnnt1_1.2 | 0.16 | FALSE | bell |
| tnnt1_1.3 | 51.02 | FALSE | inc |
| tnnt3b_1.4 | 3.91 | FALSE | inc |
| tnnt3b_1.5 | 1.94 | FALSE | inc |
| tpma_1.3 | 49.56 | FALSE | inc |
| tubb4b_1.2 | 2.47 | FALSE | dec |
Cluster 56 - 29 transcripts (~ 25% < 3.08 μg/L)
Driver GO terms : carbohydrate metabolic process
KEGG pathways : N-Glycan biosynthesis, Various types of N-glycan biosynthesis
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| agla_1.1 | 3.0 | FALSE | dec |
| b4galt6 | 38.5 | FALSE | dec |
| CABZ01079192.1 | 1.7 | FALSE | dec |
| chia.1 | 0.3 | FALSE | U |
| CR759923.1_1.4 | 2.2 | FALSE | inc |
| CR774178.2 | 5.1 | FALSE | dec |
| eno1a_1.2 | 5.3 | FALSE | inc |
| ganab | 34.4 | FALSE | dec |
| GANAB_1.2 | 2.6 | FALSE | dec |
| gcgra_2.1 | 3.5 | FALSE | dec |
| hexa_1.1 | 30.8 | FALSE | dec |
| hexb_1.3 | 39.7 | FALSE | dec |
| hkdc1_2.1 | 3.1 | FALSE | dec |
| insrb | 35.5 | FALSE | dec |
| kctd10 | 4.7 | FALSE | U |
| lancl1 | 1.9 | FALSE | inc |
| man1a1 | 36.4 | FALSE | dec |
| man1b1b | 36.7 | FALSE | dec |
| MAN1C1_1.2 | 29.0 | FALSE | dec |
| man2a1 | 3.1 | FALSE | dec |
| mgat5 | 35.6 | FALSE | dec |
| myorg | 3.3 | FALSE | dec |
| pdk1 | 32.3 | FALSE | dec |
| pgk1 | 36.4 | FALSE | inc |
| phkb_1.4 | 4.6 | FALSE | inc |
| phkg1b_1.2 | 42.1 | FALSE | inc |
| phkg2 | 4.6 | FALSE | U |
| srd5a3 | 25.2 | FALSE | inc |
| st6galnac4 | 23.1 | FALSE | dec |
Cluster 64 - 36 transcripts (~ 25% < 3.23 μg/L)
Driver GO terms : protein glycosylation
KEGG pathways : N-Glycan biosynthesis, Protein processing in endoplasmic reticulum, Various types of N-glycan biosynthesis
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| alg11_1.2 | 23.4 | FALSE | dec |
| atf6 | 30.3 | TRUE | dec |
| calr3b | 4.1 | FALSE | dec |
| canx | 4.1 | FALSE | dec |
| crppa | 19.0 | FALSE | inc |
| dnajb11 | 2.9 | FALSE | dec |
| dnajc1 | 33.8 | TRUE | inc |
| dnajc5aa | 39.5 | FALSE | dec |
| eif2s1b | 34.6 | FALSE | inc |
| ext1c_1.1 | 1.5 | FALSE | inc |
| ganab | 34.4 | FALSE | dec |
| GANAB_1.2 | 2.6 | FALSE | dec |
| hexb_1.3 | 39.7 | FALSE | dec |
| hsp70l | 68.6 | FALSE | inc |
| hspa1b | 20.5 | TRUE | inc |
| march6_1.2 | 39.1 | FALSE | dec |
| mgat5 | 35.6 | FALSE | dec |
| mlec | 2.9 | FALSE | dec |
| ogt.1_2.1 | 2.9 | FALSE | inc |
| pdia3_1.2 | 3.0 | FALSE | dec |
| pdia6 | 5.5 | FALSE | dec |
| pomgnt1_1.2 | 33.9 | FALSE | inc |
| pomgnt1_2.1 | 36.1 | FALSE | inc |
| pomt2 | 29.4 | FALSE | inc |
| rnf185_1.2 | 28.7 | FALSE | inc |
| RNF5 | 31.9 | FALSE | dec |
| rpn1_1.2 | 3.3 | FALSE | dec |
| rpn2_1.1 | 4.0 | FALSE | dec |
| sec61b_1.2 | 3.2 | FALSE | dec |
| selenos | 3.2 | FALSE | U |
| srd5a3 | 25.2 | FALSE | inc |
| ssr2_1.2 | 2.8 | FALSE | dec |
| st3gal7 | 2.8 | FALSE | dec |
| st6galnac4 | 23.1 | FALSE | dec |
| stt3b | 3.3 | FALSE | dec |
| xbp1_1.2 | 48.4 | TRUE | inc |
Cluster 29 - 30 transcripts (~ 25% < 3.31 μg/L)
Driver GO terms : RNA splicing, via transesterification reactions
KEGG pathways : Spliceosome
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| gemin2 | 32.3 | FALSE | inc |
| gemin8_2.1 | 42.5 | FALSE | dec |
| hnrnpa1b_1.2 | 2.2 | FALSE | inc |
| hnrnpk_1.3 | 59.0 | FALSE | dec |
| hnrnpm_1.3 | 2.0 | FALSE | bell |
| hnrnpm_1.4 | 33.9 | FALSE | dec |
| hnrnpua | 45.0 | FALSE | dec |
| hsp70l | 68.6 | FALSE | inc |
| hspa1b | 20.5 | TRUE | inc |
| LSM2_1.4 | 3.2 | FALSE | dec |
| lsm5_1.2 | 4.4 | FALSE | inc |
| pcbp4_1.1 | 2.5 | FALSE | dec |
| puf60a_1.3 | 3.5 | TRUE | inc |
| rbm15_2.1 | 35.7 | TRUE | dec |
| rbm4.2 | 1.8 | FALSE | bell |
| rbm4.3 | 24.1 | FALSE | dec |
| rbm5_1.2 | 36.6 | FALSE | dec |
| rp9_1.3 | 3.2 | FALSE | inc |
| sf1_1.2 | 41.2 | FALSE | dec |
| sf3b6 | 32.7 | FALSE | inc |
| snrnp25 | 29.2 | FALSE | inc |
| snrnp27 | 42.6 | FALSE | inc |
| snrpd2 | 57.0 | FALSE | inc |
| snrpg | 40.8 | FALSE | inc |
| snu13b | 40.3 | FALSE | inc |
| srsf5b_1.1 | 3.2 | FALSE | bell |
| taf15_1.1 | 1.4 | FALSE | dec |
| thoc1 | 32.0 | FALSE | inc |
| wbp11_1.1 | 33.1 | FALSE | dec |
| zgc:55733_1.2 | 33.6 | TRUE | inc |
Cluster 34 - 13 transcripts (~ 25% < 3.34 μg/L)
Driver GO terms : purine-containing compound biosynthetic process
KEGG pathways : Nucleotide metabolism, Purine metabolism
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| acsl1b | 2.2 | FALSE | dec |
| adka_1.2 | 3.3 | FALSE | dec |
| adkb_1.2 | 54.6 | FALSE | inc |
| ak1 | 6.3 | FALSE | inc |
| ampd3b | 3.0 | FALSE | dec |
| atp5f1c | 24.5 | FALSE | inc |
| impdh1b_1.2 | 33.6 | FALSE | dec |
| mt-atp6 | 3.5 | FALSE | inc |
| mt-atp8 | 34.3 | FALSE | inc |
| paics_1.1 | 3.1 | FALSE | dec |
| pde3b | 33.0 | FALSE | dec |
| si:ch73-265d7.2 | 5.1 | FALSE | inc |
| zgc:110540 | 25.4 | FALSE | inc |
Cluster 66 - 4 transcripts (~ 25% < 2.06 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| atg3 | 2.2 | FALSE | U |
| pi4kaa | 42.3 | FALSE | dec |
| pik3c3_1.2 | 3.9 | FALSE | inc |
| rab5ab | 1.7 | FALSE | dec |
Cluster 55 - 52 transcripts (~ 25% < 3.53 μg/L)
Driver GO terms :
KEGG pathways : Regulation of actin cytoskeleton, Salmonella infection, Tight junction
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| abi1b_1.2 | 49.3 | FALSE | dec |
| acbd3 | 27.1 | FALSE | dec |
| ACBD3 | 2.6 | FALSE | dec |
| actb2_1.2 | 3.8 | TRUE | dec |
| actr2a | 4.6 | FALSE | dec |
| actr2b | 5.2 | FALSE | dec |
| afdna_1.1 | 45.2 | FALSE | dec |
| akt3a_1.2 | 37.9 | FALSE | dec |
| arf2a_1.1 | 2.6 | FALSE | U |
| arf2a_1.2 | 3.0 | FALSE | dec |
| arhgap35a | 34.2 | TRUE | dec |
| braf_1.2 | 2.8 | FALSE | bell |
| cldn11a | 46.6 | FALSE | inc |
| cldna | 2.9 | FALSE | dec |
| cldnk | 3.4 | FALSE | inc |
| dctn1a_1.2 | 35.7 | FALSE | dec |
| dctn4_1.3 | 4.1 | FALSE | bell |
| dlg1l_1.3 | 32.7 | FALSE | dec |
| dlg1l_1.4 | 4.1 | FALSE | dec |
| dnm2a_1.2 | 2.2 | FALSE | dec |
| dynll2b | 3.7 | FALSE | inc |
| enah_1.2 | 5.5 | FALSE | U |
| enah_1.3 | 38.4 | FALSE | inc |
| ezra | 3.1 | FALSE | dec |
| ezrb_1.3 | 4.2 | TRUE | dec |
| fgd1_1.4 | 39.3 | FALSE | dec |
| fyco1a_1.2 | 3.9 | FALSE | dec |
| hdr_1.2 | 2.0 | FALSE | dec |
| itgb8 | 49.1 | FALSE | dec |
| jam2a_1.3 | 38.9 | FALSE | inc |
| kpna1 | 2.8 | FALSE | bell |
| kpna3 | 2.5 | FALSE | dec |
| kras_1.2 | 37.2 | FALSE | dec |
| llgl2_1.3 | 3.9 | FALSE | dec |
| map3k1 | 5.2 | FALSE | dec |
| mapk14b_1.3 | 57.9 | FALSE | dec |
| myh9b_1.2 | 3.6 | FALSE | dec |
| mylkb_1.2 | 2.9 | FALSE | dec |
| pak4 | 4.1 | FALSE | dec |
| pak6a | 43.7 | FALSE | dec |
| pard6b | 7.5 | FALSE | dec |
| ppp1r12a | 31.7 | FALSE | dec |
| ppp2r2bb_1.3 | 4.7 | FALSE | bell |
| ppp2r2d | 21.2 | FALSE | dec |
| rab5aa | 36.9 | FALSE | dec |
| rock2a_1.2 | 3.6 | FALSE | U |
| scrib_1.3 | 38.3 | FALSE | dec |
| tcf7l1a_1.2 | 34.9 | TRUE | dec |
| tcf7l1b_1.1 | 5.1 | TRUE | dec |
| tjap1 | 32.4 | FALSE | dec |
| tubb4b_1.2 | 2.5 | FALSE | dec |
| zgc:112437 | 41.2 | FALSE | inc |
Cluster 32 - 45 transcripts (~ 25% < 3.64 μg/L)
Driver GO terms : RNA splicing
KEGG pathways : Spliceosome
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| clk2a_1.1 | 7.0 | FALSE | dec |
| ddx5_1.1 | 2.5 | TRUE | dec |
| ddx5_1.4 | 4.0 | TRUE | inc |
| gemin2 | 32.3 | FALSE | inc |
| gemin8_2.1 | 42.5 | FALSE | dec |
| hmga1a_1.1 | 3.6 | TRUE | dec |
| hmga1a_1.2 | 2.8 | TRUE | dec |
| hmga1a_1.3 | 4.9 | TRUE | inc |
| hnrnpa1b_1.2 | 2.2 | FALSE | inc |
| hnrnpk_1.3 | 59.0 | FALSE | dec |
| hnrnpm_1.3 | 2.0 | FALSE | bell |
| hnrnpm_1.4 | 33.9 | FALSE | dec |
| hnrnpua | 45.0 | FALSE | dec |
| hsp70l | 68.6 | FALSE | inc |
| hspa1b | 20.5 | TRUE | inc |
| pcbp4_1.1 | 2.5 | FALSE | dec |
| ppil1 | 34.7 | FALSE | inc |
| prpf18_1.2 | 45.1 | FALSE | dec |
| ptbp3 | 20.6 | FALSE | dec |
| puf60a_1.3 | 3.5 | TRUE | inc |
| qkia_1.2 | 32.5 | FALSE | dec |
| rbfox1l_1.1 | 35.5 | FALSE | inc |
| rbfox1l_2.1 | 31.9 | FALSE | inc |
| rbm15_2.1 | 35.7 | TRUE | dec |
| rbm4.2 | 1.8 | FALSE | bell |
| rbm4.3 | 24.1 | FALSE | dec |
| rbm5_1.2 | 36.6 | FALSE | dec |
| rp9_1.3 | 3.2 | FALSE | inc |
| rtcb_1.2 | 3.9 | FALSE | U |
| sf1_1.2 | 41.2 | FALSE | dec |
| si:dkey-67c22.2_1.2 | 27.8 | FALSE | dec |
| slu7_1.2 | 4.0 | FALSE | dec |
| snrnp25 | 29.2 | FALSE | inc |
| snrnp27 | 42.6 | FALSE | inc |
| snu13b | 40.3 | FALSE | inc |
| srsf3b_1.1 | 52.5 | FALSE | dec |
| srsf5b_1.1 | 3.2 | FALSE | bell |
| taf15_1.1 | 1.4 | FALSE | dec |
| thoc1 | 32.0 | FALSE | inc |
| thrap3b_1.4 | 46.3 | FALSE | dec |
| thrap3b_1.5 | 35.7 | FALSE | dec |
| tsen2 | 3.3 | FALSE | inc |
| tssc4_1.2 | 4.8 | FALSE | inc |
| wbp11_1.1 | 33.1 | FALSE | dec |
| zgc:55733_1.2 | 33.6 | TRUE | inc |
Cluster 41 - 13 transcripts (~ 25% < 3.66 μg/L)
Driver GO terms :
KEGG pathways : Vascular smooth muscle contraction
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| adma | 38.2 | FALSE | inc |
| braf_1.2 | 2.8 | FALSE | bell |
| cald1b_1.2 | 23.7 | FALSE | dec |
| foxo3b | 39.2 | TRUE | dec |
| lsp1a | 4.3 | FALSE | dec |
| mapk3 | 24.9 | FALSE | dec |
| mylkb_1.2 | 2.9 | FALSE | dec |
| ppp1r12a | 31.7 | FALSE | dec |
| proca1 | 3.7 | FALSE | inc |
| rock2a_1.2 | 3.6 | FALSE | U |
| si:ch73-265d7.2 | 5.1 | FALSE | inc |
| stmn1a_1.2 | 33.9 | FALSE | inc |
| stmn1a_1.3 | 21.2 | FALSE | inc |
Cluster 33 - 42 transcripts (~ 25% < 3.68 μg/L)
Driver GO terms : canonical NF-kappaB signal transduction
KEGG pathways : Apoptosis, C-type lectin receptor signaling pathway, MAPK signaling pathway
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| akt3a_1.2 | 37.91 | FALSE | dec |
| arf2b_1.2 | 3.69 | FALSE | dec |
| birc5a | 25.59 | TRUE | inc |
| braf_1.2 | 2.79 | FALSE | bell |
| cacng1a | 30.61 | FALSE | inc |
| cts12 | 52.43 | FALSE | dec |
| ctsh | 33.75 | FALSE | inc |
| ctss2.2 | 58.70 | FALSE | inc |
| cylda_1.2 | 2.29 | FALSE | inc |
| eif2s1b | 34.59 | FALSE | inc |
| hdr_1.2 | 2.03 | FALSE | dec |
| hsp70l | 68.64 | FALSE | inc |
| hspa1b | 20.47 | TRUE | inc |
| ikbkg_1.1 | 2.06 | TRUE | dec |
| ikbkg_1.2 | 2.42 | TRUE | bell |
| insrb | 35.55 | FALSE | dec |
| irf2a_1.2 | 3.10 | TRUE | inc |
| irf7_1.2 | 23.10 | TRUE | inc |
| jund | 42.72 | TRUE | dec |
| kras_1.2 | 37.23 | FALSE | dec |
| ksr1b_1.4 | 37.30 | FALSE | inc |
| lamtor3 | 33.76 | FALSE | inc |
| lmnb2 | 20.38 | FALSE | dec |
| map3k1 | 5.24 | FALSE | dec |
| map3k14a | 35.23 | FALSE | inc |
| map4k6 | 0.79 | FALSE | bell |
| mapk14b_1.3 | 57.92 | FALSE | dec |
| mcl1a | 24.25 | FALSE | inc |
| mef2cb_1.5 | 41.30 | TRUE | dec |
| mtdha_1.2 | 1.63 | FALSE | dec |
| n4bp1 | 31.11 | FALSE | dec |
| plcg2_1.2 | 4.02 | FALSE | dec |
| ppm1ba | 32.96 | FALSE | dec |
| ppm1bb | 28.92 | FALSE | dec |
| ptpn11a_1.2 | 3.08 | FALSE | dec |
| ptpn13_1.5 | 0.84 | FALSE | dec |
| rap1b | 3.67 | FALSE | dec |
| rps6ka2 | 4.53 | FALSE | bell |
| s100b | 27.44 | FALSE | inc |
| scaf11_1.1 | 37.16 | FALSE | dec |
| taok1a_1.2 | 39.92 | FALSE | dec |
| taok2b | 39.79 | FALSE | dec |
Cluster 57 - 24 transcripts (~ 25% < 3.69 μg/L)
Driver GO terms : COPII-coated vesicle budding
KEGG pathways : Protein processing in endoplasmic reticulum
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| atf6 | 30.3 | TRUE | dec |
| calr3b | 4.1 | FALSE | dec |
| canx | 4.1 | FALSE | dec |
| dnajb11 | 2.9 | FALSE | dec |
| dnajc1 | 33.8 | TRUE | inc |
| dnajc5aa | 39.5 | FALSE | dec |
| eif2s1b | 34.6 | FALSE | inc |
| ganab | 34.4 | FALSE | dec |
| GANAB_1.2 | 2.6 | FALSE | dec |
| hsp70l | 68.6 | FALSE | inc |
| hspa1b | 20.5 | TRUE | inc |
| march6_1.2 | 39.1 | FALSE | dec |
| pdia3_1.2 | 3.0 | FALSE | dec |
| pdia6 | 5.5 | FALSE | dec |
| rnf185_1.2 | 28.7 | FALSE | inc |
| RNF5 | 31.9 | FALSE | dec |
| sar1ab | 41.5 | FALSE | inc |
| sar1b | 3.8 | FALSE | dec |
| sec23a | 5.0 | FALSE | dec |
| sec31b_1.2 | 37.0 | FALSE | dec |
| sec61b_1.2 | 3.2 | FALSE | dec |
| selenos | 3.2 | FALSE | U |
| ssr2_1.2 | 2.8 | FALSE | dec |
| xbp1_1.2 | 48.4 | TRUE | inc |
Cluster 13 - 49 transcripts (~ 25% < 3.75 μg/L)
Driver GO terms : protein folding
KEGG pathways : Protein processing in endoplasmic reticulum
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| ahsa1a_1.3 | 4.51 | FALSE | inc |
| apaf1_1.2 | 0.42 | FALSE | U |
| atf6 | 30.28 | TRUE | dec |
| CABZ01080568.1 | 17.80 | FALSE | inc |
| calr3b | 4.13 | FALSE | dec |
| canx | 4.14 | FALSE | dec |
| cct2_1.1 | 6.77 | FALSE | inc |
| cct3 | 36.08 | FALSE | inc |
| cct4 | 36.43 | FALSE | inc |
| cct5 | 38.40 | FALSE | inc |
| cct6a_1.3 | 37.45 | FALSE | inc |
| cct7 | 49.62 | FALSE | inc |
| cct8_1.2 | 3.13 | FALSE | inc |
| dnajb11 | 2.88 | FALSE | dec |
| dnajc1 | 33.78 | TRUE | inc |
| dnajc18 | 3.75 | FALSE | inc |
| dnajc5aa | 39.49 | FALSE | dec |
| eif2s1b | 34.59 | FALSE | inc |
| erp44 | 3.03 | FALSE | dec |
| ganab | 34.36 | FALSE | dec |
| GANAB_1.2 | 2.64 | FALSE | dec |
| hsp70.1_1.2 | 52.68 | FALSE | inc |
| hsp70l | 68.64 | FALSE | inc |
| hsp90aa1.1 | 17.69 | FALSE | inc |
| hspa1b | 20.47 | TRUE | inc |
| hspa4b_2.1 | 57.99 | FALSE | inc |
| hspa8_2.1 | 51.24 | FALSE | inc |
| hsph1 | 4.29 | FALSE | inc |
| march6_1.2 | 39.13 | FALSE | dec |
| p4hb_1.1 | 2.25 | FALSE | dec |
| pdia3_1.2 | 2.97 | FALSE | dec |
| pdia6 | 5.55 | FALSE | dec |
| pfdn2 | 32.09 | FALSE | inc |
| pfdn4 | 41.34 | FALSE | inc |
| pfdn5_2.1 | 40.91 | FALSE | inc |
| pfdn5_3.1 | 28.01 | TRUE | inc |
| ppiaa | 27.20 | FALSE | inc |
| ppid_1.2 | 25.06 | TRUE | inc |
| rnf185_1.2 | 28.70 | FALSE | inc |
| RNF5 | 31.93 | FALSE | dec |
| rpap3 | 37.41 | FALSE | inc |
| sec61b_1.2 | 3.23 | FALSE | dec |
| selenos | 3.23 | FALSE | U |
| si:ch211-131k2.3 | 18.50 | FALSE | inc |
| ssr2_1.2 | 2.82 | FALSE | dec |
| st13 | 2.78 | FALSE | dec |
| tor1_1.2 | 2.53 | FALSE | dec |
| wdr83os_1.1 | 25.27 | FALSE | inc |
| xbp1_1.2 | 48.44 | TRUE | inc |
Cluster 24 - 13 transcripts (~ 25% < 4.08 μg/L)
Driver GO terms : Notch signaling pathway
KEGG pathways : Notch signaling pathway
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| chsy1 | 43.3 | FALSE | dec |
| dlb | 4.1 | FALSE | inc |
| dtx4a | 47.1 | FALSE | dec |
| egfl6_1.1 | 39.9 | FALSE | inc |
| gmds_1.1 | 5.8 | FALSE | dec |
| gmds_1.3 | 3.1 | FALSE | dec |
| lfng_1.2 | 24.1 | FALSE | inc |
| notch1a_1.2 | 2.3 | TRUE | inc |
| notch1b_1.3 | 48.6 | FALSE | dec |
| nr2f2_1.2 | 42.5 | TRUE | dec |
| plvapb | 57.5 | FALSE | inc |
| psen2 | 1.9 | FALSE | dec |
| tcima | 31.7 | FALSE | inc |
Cluster 30 - 49 transcripts (~ 25% < 4.09 μg/L)
Driver GO terms : mRNA processing
KEGG pathways : mRNA surveillance pathway
Wikipathways : mRNA processing
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| celf2_1.2 | 32.7 | FALSE | dec |
| celf2_1.4 | 27.6 | FALSE | dec |
| clk2a_1.1 | 7.0 | FALSE | dec |
| cpsf3 | 57.2 | FALSE | inc |
| cpsf6_1.2 | 2.1 | FALSE | dec |
| cstf2_1.2 | 3.7 | FALSE | inc |
| ern1 | 60.3 | TRUE | dec |
| FNDC10 | 4.5 | FALSE | inc |
| gemin2 | 32.3 | FALSE | inc |
| gemin8_2.1 | 42.5 | FALSE | dec |
| hnrnpa1b_1.2 | 2.2 | FALSE | inc |
| hnrnpaba_1.3 | 7.9 | FALSE | dec |
| hnrnpk_1.3 | 59.0 | FALSE | dec |
| hnrnpm_1.3 | 2.0 | FALSE | bell |
| hnrnpm_1.4 | 33.9 | FALSE | dec |
| hnrnpua | 45.0 | FALSE | dec |
| msi2b_1.6 | 4.1 | FALSE | inc |
| msi2b_1.8 | 38.4 | FALSE | dec |
| pabpn1_1.1 | 4.6 | FALSE | inc |
| pabpn1_1.3 | 28.7 | FALSE | dec |
| papolg | 2.3 | FALSE | bell |
| pcbp4_1.1 | 2.5 | FALSE | dec |
| ppp2r2bb_1.3 | 4.7 | FALSE | bell |
| ppp2r2d | 21.2 | FALSE | dec |
| ppp2r3c | 26.2 | FALSE | inc |
| ptbp3 | 20.6 | FALSE | dec |
| puf60a_1.3 | 3.5 | TRUE | inc |
| qkia_1.2 | 32.5 | FALSE | dec |
| rbm15_2.1 | 35.7 | TRUE | dec |
| rbm26_1.2 | 32.0 | FALSE | dec |
| rbm27 | 33.7 | FALSE | dec |
| rbm39a_1.4 | 1.4 | TRUE | dec |
| rbm39a_1.5 | 3.9 | TRUE | inc |
| rbm39b_1.1 | 5.1 | FALSE | inc |
| rbm4.2 | 1.8 | FALSE | bell |
| rbm4.3 | 24.1 | FALSE | dec |
| rbm5_1.2 | 36.6 | FALSE | dec |
| sf1_1.2 | 41.2 | FALSE | dec |
| smn1_1.2 | 37.1 | FALSE | inc |
| smndc1_1.1 | 51.3 | FALSE | inc |
| smx5 | 29.4 | FALSE | inc |
| snrnp25 | 29.2 | FALSE | inc |
| snu13b | 40.3 | FALSE | inc |
| srsf5b_1.1 | 3.2 | FALSE | bell |
| taf15_1.1 | 1.4 | FALSE | dec |
| thoc7 | 32.7 | FALSE | inc |
| tssc4_1.2 | 4.8 | FALSE | inc |
| xrn2_1.2 | 28.1 | TRUE | dec |
| zc3h6 | 44.1 | FALSE | dec |
Cluster 70 - 4 transcripts (~ 25% < 4.13 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| eif4a2_1.2 | 4.2 | FALSE | inc |
| eif4ba_1.4 | 41.6 | FALSE | dec |
| eif4bb_1.3 | 4.0 | FALSE | dec |
| eif4g1a_1.3 | 4.6 | FALSE | U |
Cluster 16 - 37 transcripts (~ 25% < 4.18 μg/L)
Driver GO terms : chromatin organization
KEGG pathways : ATP-dependent chromatin remodeling
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| asf1ba | 41.2 | FALSE | inc |
| baz1b_1.2 | 52.9 | TRUE | dec |
| brd1b | 42.2 | FALSE | dec |
| brd8_1.3 | 6.9 | FALSE | dec |
| brd8_1.4 | 4.2 | FALSE | inc |
| brpf1_1.1 | 42.5 | FALSE | dec |
| cbx1b_1.3 | 3.4 | FALSE | inc |
| cbx3b | 3.1 | FALSE | inc |
| cbx5_1.2 | 45.2 | TRUE | inc |
| chd7_1.3 | 54.7 | TRUE | dec |
| chrac1_1.2 | 25.0 | TRUE | inc |
| dek_1.2 | 36.7 | TRUE | inc |
| ep400_1.2 | 3.4 | TRUE | inc |
| h1-10 | 41.0 | FALSE | inc |
| hdac4_1.2 | 34.3 | TRUE | dec |
| hdac5_1.2 | 35.1 | TRUE | dec |
| hnrnpua | 45.0 | FALSE | dec |
| ing4 | 3.1 | TRUE | inc |
| kat6a | 42.2 | TRUE | dec |
| l3mbtl2_1.3 | 34.9 | TRUE | inc |
| lmnb2 | 20.4 | FALSE | dec |
| mbd1a_1.3 | 33.8 | FALSE | dec |
| meaf6_1.2 | 2.6 | TRUE | inc |
| morf4l1 | 31.8 | TRUE | inc |
| nap1l1 | 3.2 | FALSE | dec |
| nap1l4a_2.2 | 53.5 | FALSE | inc |
| npm3_1.2 | 58.9 | TRUE | inc |
| nsd3_1.3 | 45.4 | TRUE | dec |
| seta | 38.7 | FALSE | inc |
| setb_1.1 | 2.3 | TRUE | inc |
| si:ch211-103n10.5 | 24.5 | FALSE | dec |
| smarcb1b_1.3 | 2.9 | FALSE | inc |
| smyd1b_1.2 | 34.9 | TRUE | inc |
| smyd4 | 37.1 | FALSE | inc |
| ttn.2_1.4 | 2.6 | FALSE | inc |
| waca | 40.0 | TRUE | dec |
| yeats4 | 48.8 | TRUE | inc |
Cluster 12 - 47 transcripts (~ 25% < 4.19 μg/L)
Driver GO terms : generation of precursor metabolites and energy
KEGG pathways : Cardiac muscle contraction, Oxidative phosphorylation, Arginine and proline metabolism
Wikipathways : Electron transport chain
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| agla_1.1 | 3.0 | FALSE | dec |
| agmat | 2.8 | FALSE | dec |
| aldh2.1 | 57.4 | FALSE | inc |
| aldh3a2b | 3.0 | FALSE | dec |
| arg2 | 24.5 | FALSE | inc |
| atp1a3a | 58.6 | FALSE | dec |
| atp2a1_1.1 | 43.0 | FALSE | inc |
| atp2a2b | 3.3 | FALSE | dec |
| atp2a3_1.3 | 2.8 | FALSE | dec |
| atp5f1c | 24.5 | FALSE | inc |
| cacng1a | 30.6 | FALSE | inc |
| ckmb | 30.6 | FALSE | inc |
| coa6 | 4.6 | FALSE | inc |
| cox11_1.2 | 32.8 | FALSE | inc |
| eno1a_1.2 | 5.3 | FALSE | inc |
| hacl1_1.2 | 3.5 | FALSE | U |
| higd1a | 41.2 | FALSE | inc |
| hkdc1_2.1 | 3.1 | FALSE | dec |
| insrb | 35.5 | FALSE | dec |
| mao | 2.4 | FALSE | dec |
| mt-atp6 | 3.5 | FALSE | inc |
| mt-atp8 | 34.3 | FALSE | inc |
| mt-co1 | 3.8 | FALSE | inc |
| mt-co2 | 5.5 | FALSE | inc |
| mt-co3 | 3.6 | FALSE | inc |
| mt-nd2 | 5.3 | FALSE | inc |
| oat_1.2 | 35.2 | FALSE | inc |
| odc1_1.3 | 35.8 | FALSE | inc |
| oxct1a_1.2 | 3.2 | FALSE | inc |
| pgk1 | 36.4 | FALSE | inc |
| phkb_1.4 | 4.6 | FALSE | inc |
| phkg1b_1.2 | 42.1 | FALSE | inc |
| phkg2 | 4.6 | FALSE | U |
| ppa1b | 29.1 | FALSE | inc |
| pycr1b | 31.6 | FALSE | inc |
| sat1a.2_1.2 | 37.4 | FALSE | inc |
| sat2b | 26.9 | FALSE | inc |
| sco1_1.1 | 44.6 | FALSE | inc |
| sdhb | 40.8 | FALSE | inc |
| sdhc_1.2 | 29.1 | FALSE | inc |
| si:ch211-139a5.9_1.1 | 29.7 | FALSE | inc |
| slc25a55b | 39.0 | FALSE | dec |
| slc8a2b | 47.0 | FALSE | dec |
| smox_1.3 | 6.2 | FALSE | inc |
| surf1 | 35.7 | FALSE | inc |
| trdn_1.4 | 57.1 | FALSE | dec |
| ucp2 | 53.2 | FALSE | inc |
Cluster 15 - 37 transcripts (~ 25% < 4.2 μg/L)
Driver GO terms : sphingolipid metabolic process, transmembrane receptor protein serine/threonine kinase signaling pathway
KEGG pathways : Sphingolipid metabolism, TGF-beta signaling pathway
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| acvr1ba | 39.1 | FALSE | dec |
| acvr1bb_1.2 | 27.0 | FALSE | dec |
| acvr2ba_1.3 | 25.1 | FALSE | dec |
| acvr2bb | 39.5 | FALSE | dec |
| asah2 | 1.3 | FALSE | dec |
| b4galt6 | 38.5 | FALSE | dec |
| bmpr2a | 46.2 | FALSE | dec |
| bmpr2b | 39.1 | FALSE | dec |
| cers2a_1.2 | 25.8 | FALSE | dec |
| cers3a_1.2 | 1.7 | FALSE | dec |
| cers5 | 2.6 | FALSE | dec |
| flcn_1.2 | 3.6 | FALSE | inc |
| hexb_1.3 | 39.7 | FALSE | dec |
| hjv_1.2 | 32.3 | FALSE | inc |
| kdsr_1.2 | 2.4 | FALSE | dec |
| lats1_1.2 | 40.7 | FALSE | dec |
| ldlrad4a_1.2 | 32.4 | FALSE | dec |
| ldlrad4b | 21.8 | FALSE | dec |
| lemd3 | 35.5 | FALSE | dec |
| nomo | 33.6 | FALSE | dec |
| plpp3 | 5.3 | FALSE | dec |
| ppm1bb | 28.9 | FALSE | dec |
| rbm14a_2.1 | 4.2 | FALSE | dec |
| sgpl1_1.1 | 2.6 | FALSE | dec |
| si:dkey-222b8.1_2.1 | 30.3 | TRUE | dec |
| skia | 23.1 | TRUE | dec |
| skib | 2.9 | FALSE | bell |
| skila_1.2 | 44.8 | TRUE | dec |
| skila_1.3 | 44.0 | TRUE | dec |
| skila_1.4 | 47.4 | TRUE | dec |
| smad2_1.2 | 33.1 | TRUE | dec |
| smad2_1.3 | 33.5 | TRUE | dec |
| smurf2 | 28.0 | TRUE | dec |
| SPHK1 | 36.0 | FALSE | dec |
| sphk2 | 3.6 | FALSE | dec |
| st6galnac4 | 23.1 | FALSE | dec |
| ugt8_2.1 | 4.1 | FALSE | dec |
Cluster 26 - 32 transcripts (~ 25% < 4.36 μg/L)
Driver GO terms : carboxylic acid metabolic process
KEGG pathways : Biosynthesis of amino acids, Cysteine and methionine metabolism
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| abcd1_1.2 | 4.7 | FALSE | dec |
| acox3 | 3.1 | FALSE | dec |
| acsl1b | 2.2 | FALSE | dec |
| adi1 | 28.8 | FALSE | inc |
| aldh1l1_2.1 | 2.9 | FALSE | dec |
| alox12 | 3.4 | FALSE | dec |
| apip | 37.3 | FALSE | inc |
| asdurf_1.2 | 40.5 | FALSE | inc |
| aspg_1.3 | 14.0 | FALSE | inc |
| azin1b | 53.0 | FALSE | inc |
| cad_1.2 | 27.1 | FALSE | inc |
| cpt1aa_1.2 | 3.0 | FALSE | dec |
| cth | 32.7 | TRUE | inc |
| eno1a_1.2 | 5.3 | FALSE | inc |
| gclm | 2.9 | FALSE | dec |
| ggctb | 35.5 | FALSE | inc |
| gldc | 25.7 | FALSE | inc |
| glulb_1.1 | 36.3 | FALSE | inc |
| glulb_1.2 | 30.2 | FALSE | inc |
| got1_1.1 | 5.9 | FALSE | dec |
| gpam | 30.8 | FALSE | dec |
| hkdc1_2.1 | 3.1 | FALSE | dec |
| HPDL | 28.3 | FALSE | inc |
| insrb | 35.5 | FALSE | dec |
| ldhba | 31.9 | FALSE | inc |
| oat_1.2 | 35.2 | FALSE | inc |
| pgk1 | 36.4 | FALSE | inc |
| phgdh | 17.9 | FALSE | inc |
| psat1 | 9.3 | FALSE | inc |
| pycr1b | 31.6 | FALSE | inc |
| scd | 24.0 | FALSE | inc |
| unknown.101 | 2.2 | FALSE | dec |
Cluster 8 - 81 transcripts (~ 25% < 4.39 μg/L)
Driver GO terms : canonical Wnt signaling pathway, embryonic organ morphogenesis
KEGG pathways : Adherens junction, Melanogenesis, Mitophagy - animal, mTOR signaling pathway, Ribosome biogenesis in eukaryotes, Wnt signaling pathway
Wikipathways : Non canonical Wnt pathway, Wnt Signaling Pathway, Wnt Signaling Pathway and Pluripotency
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| acp1_1.1 | 32.6 | FALSE | inc |
| afdna_1.1 | 45.2 | FALSE | dec |
| ahsa1a_1.3 | 4.5 | FALSE | inc |
| akt3a_1.2 | 37.9 | FALSE | dec |
| atg9a_1.4 | 43.4 | FALSE | inc |
| bcl9_1.2 | 45.0 | TRUE | dec |
| braf_1.2 | 2.8 | FALSE | bell |
| cacybp | 27.0 | FALSE | inc |
| cdh1_1.2 | 4.4 | FALSE | dec |
| chd7_1.3 | 54.7 | TRUE | dec |
| chsy1 | 43.3 | FALSE | dec |
| clul1_2.1 | 39.8 | FALSE | dec |
| csnk1g2a_1.2 | 30.3 | FALSE | dec |
| csnk2a2a | 4.6 | FALSE | inc |
| csnk2a4 | 1.0 | FALSE | U |
| ctnnb1_1.1 | 32.8 | TRUE | dec |
| ctnnd1_1.2 | 4.7 | TRUE | dec |
| daam1a_1.2 | 51.7 | FALSE | dec |
| depdc5_1.1 | 3.9 | FALSE | inc |
| eif2s1b | 34.6 | FALSE | inc |
| eif4e2 | 4.8 | FALSE | inc |
| fabp3 | 38.4 | FALSE | inc |
| farp2_1.2 | 9.1 | FALSE | U |
| furina_2.1 | 2.8 | FALSE | dec |
| fzd1 | 2.6 | FALSE | U |
| fzd10 | 42.4 | FALSE | inc |
| grb10a | 3.5 | FALSE | dec |
| gsk3ba | 22.3 | TRUE | dec |
| gskip | 3.9 | FALSE | dec |
| hdac4_1.2 | 34.3 | TRUE | dec |
| insrb | 35.5 | FALSE | dec |
| irs1 | 27.5 | FALSE | dec |
| kctd10 | 4.7 | FALSE | U |
| kras_1.2 | 37.2 | FALSE | dec |
| lamtor3 | 33.8 | FALSE | inc |
| ldlra_1.1 | 33.3 | FALSE | dec |
| lrp5_1.2 | 4.4 | FALSE | dec |
| mapkap1_1.2 | 19.0 | FALSE | dec |
| mef2cb_1.5 | 41.3 | TRUE | dec |
| meis1b_1.1 | 4.1 | TRUE | inc |
| mon1a | 2.0 | FALSE | dec |
| nap1l1 | 3.2 | FALSE | dec |
| nmd3 | 48.1 | FALSE | inc |
| ntn1a_1.2 | 39.4 | FALSE | dec |
| pbx4_1.2 | 23.0 | TRUE | dec |
| ppm1ba | 33.0 | FALSE | dec |
| ppm1bb | 28.9 | FALSE | dec |
| ppp2r2bb_1.3 | 4.7 | FALSE | bell |
| ptpn11a_1.2 | 3.1 | FALSE | dec |
| pvrl2l | 39.2 | FALSE | dec |
| pygo2_1.2 | 36.3 | FALSE | dec |
| rab5aa | 36.9 | FALSE | dec |
| ran | 30.5 | TRUE | inc |
| rap1b | 3.7 | FALSE | dec |
| rnf146_1.2 | 16.9 | FALSE | dec |
| rock2a_1.2 | 3.6 | FALSE | U |
| rps6ka2 | 4.5 | FALSE | bell |
| sgk2b_1.2 | 2.3 | FALSE | inc |
| si:ch211-195b13.1_1.2 | 5.5 | FALSE | inc |
| si:ch73-22o12.1 | 36.6 | FALSE | dec |
| si:dkey-1c11.1_1.2 | 1.7 | FALSE | inc |
| si:dkey-222b8.1_2.1 | 30.3 | TRUE | dec |
| skib | 2.9 | FALSE | bell |
| smoc1 | 5.2 | FALSE | dec |
| smyd4 | 37.1 | FALSE | inc |
| snu13b | 40.3 | FALSE | inc |
| sox11a | 58.3 | TRUE | dec |
| spry2 | 4.2 | FALSE | inc |
| taz_1.4 | 35.9 | FALSE | inc |
| tbl1xr1b | 4.7 | FALSE | dec |
| tcf7l1a_1.2 | 34.9 | TRUE | dec |
| tcf7l1b_1.1 | 5.1 | TRUE | dec |
| tcf7l2_1.10 | 42.3 | TRUE | dec |
| tfap2c_1.2 | 1.6 | TRUE | dec |
| tti1 | 27.0 | FALSE | inc |
| usp8 | 31.4 | FALSE | dec |
| vangl2 | 36.5 | FALSE | dec |
| wnt4b_2.1 | 1.4 | FALSE | bell |
| xrn1 | 35.5 | FALSE | dec |
| xrn2_1.2 | 28.1 | TRUE | dec |
| zgc:86598_1.2 | 27.0 | TRUE | inc |
Cluster 21 - 36 transcripts (~ 25% < 4.41 μg/L)
Driver GO terms : microtubule-based process
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| alms1 | 2.8 | FALSE | inc |
| cep192_1.2 | 40.0 | FALSE | inc |
| cep57 | 3.2 | FALSE | inc |
| cfap298 | 19.0 | FALSE | inc |
| ckap5_1.2 | 8.2 | FALSE | inc |
| cpeb2_1.1 | 3.2 | FALSE | bell |
| cpeb3 | 34.9 | FALSE | dec |
| CU929259.1 | 22.5 | FALSE | dec |
| dynll2b | 3.7 | FALSE | inc |
| fyco1a_1.2 | 3.9 | FALSE | dec |
| gas2l1_1.2 | 25.8 | FALSE | dec |
| gas2l3 | 41.1 | FALSE | dec |
| haus4 | 30.8 | FALSE | inc |
| hnrnpua | 45.0 | FALSE | dec |
| kif1b_1.1 | 5.1 | FALSE | dec |
| kif2c_1.3 | 39.0 | FALSE | inc |
| kifc1_1.2 | 26.2 | FALSE | inc |
| kifc3_1.5 | 45.1 | FALSE | dec |
| map1ab_1.2 | 39.8 | FALSE | dec |
| map4l_1.4 | 4.6 | FALSE | bell |
| map7d2a_1.1 | 58.5 | FALSE | dec |
| nckap5l | 33.5 | FALSE | dec |
| nusap1 | 37.1 | FALSE | inc |
| plk1 | 45.8 | FALSE | inc |
| rock2a_1.2 | 3.6 | FALSE | U |
| si:ch73-217b7.1_1.2 | 35.1 | FALSE | dec |
| si:dkey-57a22.11 | 1.9 | FALSE | inc |
| tacc3_1.2 | 30.5 | FALSE | inc |
| tppp2_2.1 | 42.5 | FALSE | inc |
| tubb4b_1.2 | 2.5 | FALSE | dec |
| tubgcp2 | 35.0 | FALSE | inc |
| tubgcp4 | 3.4 | FALSE | inc |
| tubgcp5 | 6.7 | FALSE | inc |
| zgc:158640 | 32.8 | FALSE | inc |
| zgc:86764_1.2 | 46.1 | FALSE | inc |
| zgc:92429 | 35.7 | FALSE | inc |
Cluster 7 - 13 transcripts (~ 25% < 4.6 μg/L)
Driver GO terms : regulation of transcription elongation by RNA polymerase II
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| cdc73_1.2 | 3.9 | TRUE | U |
| cdk12_1.3 | 22.9 | FALSE | dec |
| cdk8_2.1 | 40.9 | TRUE | dec |
| ercc8_1.2 | 4.6 | FALSE | inc |
| ints8_1.2 | 2.7 | FALSE | inc |
| med10_1.1 | 47.1 | TRUE | inc |
| med30 | 4.7 | TRUE | inc |
| med31 | 42.6 | TRUE | inc |
| med7_3.1 | 29.9 | FALSE | inc |
| nelfe_1.2 | 43.9 | FALSE | inc |
| polr2a | 32.9 | TRUE | dec |
| ssrp1b_1.3 | 2.7 | TRUE | inc |
| supt6h | 51.6 | TRUE | dec |
Cluster 14 - 61 transcripts (~ 25% < 4.86 μg/L)
Driver GO terms : DNA metabolic process, organic acid metabolic process
KEGG pathways : Base excision repair, DNA replication, 2-Oxocarboxylic acid metabolism, Biosynthesis of amino acids, Carbon metabolism, Citrate cycle (TCA cycle), Glyoxylate and dicarboxylate metabolism
Wikipathways : DNA replication, TCA cycle
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| abcd1_1.2 | 4.7 | FALSE | dec |
| aco1 | 3.4 | FALSE | dec |
| acox3 | 3.1 | FALSE | dec |
| acsl1b | 2.2 | FALSE | dec |
| acss2l | 27.5 | FALSE | inc |
| adi1 | 28.8 | FALSE | inc |
| aldh1l1_2.1 | 2.9 | FALSE | dec |
| alox12 | 3.4 | FALSE | dec |
| asdurf_1.2 | 40.5 | FALSE | inc |
| aspg_1.3 | 14.0 | FALSE | inc |
| azin1b | 53.0 | FALSE | inc |
| brca2 | 16.9 | TRUE | inc |
| cad_1.2 | 27.1 | FALSE | inc |
| ccdc36 | 4.5 | FALSE | inc |
| cdk2 | 25.8 | TRUE | inc |
| cpt1aa_1.2 | 3.0 | FALSE | dec |
| cs | 4.6 | FALSE | dec |
| cyp2ad3 | 33.4 | FALSE | inc |
| cyp2ad6 | 29.1 | FALSE | inc |
| dna2 | 34.7 | FALSE | inc |
| dnmt3bb.1_2.1 | 6.1 | FALSE | dec |
| eno1a_1.2 | 5.3 | FALSE | inc |
| fam168a_1.2 | 36.1 | FALSE | dec |
| fan1_1.1 | 45.8 | FALSE | inc |
| fen1 | 32.4 | FALSE | inc |
| gldc | 25.7 | FALSE | inc |
| glulb_1.1 | 36.3 | FALSE | inc |
| glulb_1.2 | 30.2 | FALSE | inc |
| gpam | 30.8 | FALSE | dec |
| hkdc1_2.1 | 3.1 | FALSE | dec |
| hltf_1.2 | 35.4 | TRUE | inc |
| hnrnpua | 45.0 | FALSE | dec |
| HPDL | 28.3 | FALSE | inc |
| idh2 | 3.7 | FALSE | inc |
| insrb | 35.5 | FALSE | dec |
| isg20 | 4.0 | FALSE | inc |
| mad2l2 | 56.6 | TRUE | inc |
| mdh1aa_1.2 | 2.8 | FALSE | inc |
| mnd1_1.2 | 52.5 | FALSE | inc |
| nucks1a | 39.3 | FALSE | dec |
| oat_1.2 | 35.2 | FALSE | inc |
| palb2_1.2 | 1.7 | FALSE | inc |
| pcna | 27.9 | FALSE | inc |
| pdk1 | 32.3 | FALSE | dec |
| pgk1 | 36.4 | FALSE | inc |
| phgdh | 17.9 | FALSE | inc |
| pold2_1.2 | 26.1 | FALSE | inc |
| prim1 | 29.1 | FALSE | inc |
| psat1 | 9.3 | FALSE | inc |
| pycr1b | 31.6 | FALSE | inc |
| rad51d | 27.0 | FALSE | inc |
| rbbp8_1.2 | 5.2 | FALSE | inc |
| rev1_2.1 | 3.9 | FALSE | inc |
| rnaseh2a_1.2 | 33.2 | FALSE | inc |
| scd | 24.0 | FALSE | inc |
| sdhb | 40.8 | FALSE | inc |
| top1_1.4 | 34.2 | FALSE | dec |
| top1l | 26.5 | TRUE | dec |
| ube2a_1.2 | 4.9 | FALSE | inc |
| ube2al | 38.9 | FALSE | inc |
| unknown.76 | 24.1 | FALSE | inc |
Cluster 5 - 43 transcripts (~ 25% < 5.17 μg/L)
Driver GO terms : protein catabolic process
KEGG pathways : Proteasome
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| akirin2_1.2 | 38.0 | FALSE | dec |
| anapc4_1.2 | 4.7 | FALSE | inc |
| appbp2 | 40.1 | FALSE | dec |
| arih2_1.1 | 2.7 | FALSE | dec |
| azin1b | 53.0 | FALSE | inc |
| CR788324.2 | 33.2 | FALSE | dec |
| cul2 | 30.5 | FALSE | inc |
| desi1a | 5.3 | FALSE | inc |
| fbxo33 | 37.8 | FALSE | dec |
| hectd3_1.2 | 2.7 | FALSE | dec |
| kctd10 | 4.7 | FALSE | U |
| kctd5a | 25.2 | FALSE | dec |
| lgmn_1.2 | 1.5 | FALSE | U |
| oaz2b | 45.6 | FALSE | inc |
| pomp | 37.3 | FALSE | inc |
| ppt1_1.2 | 45.4 | FALSE | inc |
| psma3 | 36.2 | FALSE | inc |
| psma4 | 39.1 | FALSE | inc |
| psma5_1.1 | 33.1 | FALSE | inc |
| psma6b_1.2 | 45.4 | FALSE | inc |
| psmb4 | 47.0 | FALSE | inc |
| psmc1a_2.2 | 42.8 | FALSE | inc |
| psmc4_1.2 | 38.8 | FALSE | inc |
| psmd12 | 51.7 | FALSE | inc |
| psmd13 | 39.2 | FALSE | inc |
| psmd14 | 42.2 | FALSE | inc |
| psmd2 | 5.1 | FALSE | dec |
| psmd4a_1.2 | 47.9 | FALSE | inc |
| psme3_1.2 | 47.1 | FALSE | inc |
| psme4b_2.2 | 1.2 | FALSE | bell |
| rnf146_1.2 | 16.9 | FALSE | dec |
| rock2a_1.2 | 3.6 | FALSE | U |
| uba7 | 1.8 | FALSE | U |
| ube2a_1.2 | 4.9 | FALSE | inc |
| ube2al | 38.9 | FALSE | inc |
| usp14 | 36.2 | FALSE | inc |
| usp24_1.2 | 35.4 | FALSE | dec |
| usp2a_1.4 | 38.0 | FALSE | dec |
| usp2a_1.5 | 3.8 | FALSE | inc |
| usp32 | 34.3 | FALSE | dec |
| usp4 | 45.4 | FALSE | dec |
| usp8 | 31.4 | FALSE | dec |
| vps37c | 32.4 | FALSE | dec |
Cluster 45 - 5 transcripts (~ 25% < 5.28 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| oxsr1a | 35.0 | FALSE | dec |
| sec62 | 42.1 | FALSE | dec |
| sec63 | 5.3 | FALSE | dec |
| strada | 2.1 | FALSE | inc |
| STRADB | 48.4 | FALSE | dec |
Cluster 20 - 38 transcripts (~ 25% < 6.37 μg/L)
Driver GO terms : ubiquitin-dependent protein catabolic process
KEGG pathways : Ubiquitin mediated proteolysis
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| anapc4_1.2 | 4.7 | FALSE | inc |
| anapc5 | 23.6 | FALSE | inc |
| appbp2 | 40.1 | FALSE | dec |
| arih2_1.1 | 2.7 | FALSE | dec |
| cbl | 41.4 | TRUE | dec |
| cdc34b | 31.4 | FALSE | dec |
| CR788324.2 | 33.2 | FALSE | dec |
| cul2 | 30.5 | FALSE | inc |
| fbxo33 | 37.8 | FALSE | dec |
| hectd3_1.2 | 2.7 | FALSE | dec |
| kctd10 | 4.7 | FALSE | U |
| kctd5a | 25.2 | FALSE | dec |
| map3k1 | 5.2 | FALSE | dec |
| nufip2 | 29.3 | FALSE | dec |
| rnf146_1.2 | 16.9 | FALSE | dec |
| sae1 | 39.0 | FALSE | inc |
| trip12_1.2 | 27.9 | FALSE | dec |
| uba1_1.1 | 45.7 | FALSE | dec |
| uba1_1.2 | 45.5 | FALSE | dec |
| uba7 | 1.8 | FALSE | U |
| ube2a_1.2 | 4.9 | FALSE | inc |
| ube2al | 38.9 | FALSE | inc |
| ube2c_2.1 | 38.1 | FALSE | inc |
| ube2d2_1.3 | 7.3 | FALSE | bell |
| ube2d4 | 30.6 | FALSE | dec |
| ube2ka | 37.7 | FALSE | inc |
| ube2l3b_1.1 | 2.4 | FALSE | U |
| UBE2M_1.4 | 35.4 | FALSE | inc |
| UBE2M_1.5 | 30.8 | FALSE | dec |
| usp24_1.2 | 35.4 | FALSE | dec |
| usp2a_1.4 | 38.0 | FALSE | dec |
| usp2a_1.5 | 3.8 | FALSE | inc |
| usp32 | 34.3 | FALSE | dec |
| usp4 | 45.4 | FALSE | dec |
| usp48_1.2 | 37.7 | FALSE | inc |
| usp8 | 31.4 | FALSE | dec |
| vps37c | 32.4 | FALSE | dec |
| wdr26b | 6.1 | FALSE | dec |
Cluster 1 - 162 transcripts (~ 25% < 6.69 μg/L)
Driver GO terms : ribosomal small subunit assembly, translation, embryo development ending in birth or egg hatching, ribonucleoprotein complex biogenesis, DNA geometric change, DNA replication
KEGG pathways : Ribosome, Cell cycle, DNA replication
Wikipathways : Cytoplasmic ribosomal proteins, Cell cycle, DNA replication, G1 to S cell cycle control
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| aars1_2.2 | 14.4 | FALSE | inc |
| ahsa1a_1.3 | 4.5 | FALSE | inc |
| anapc4_1.2 | 4.7 | FALSE | inc |
| anapc5 | 23.6 | FALSE | inc |
| btf3 | 27.6 | FALSE | inc |
| btf3l4 | 25.6 | FALSE | inc |
| ccnb1_1.2 | 24.6 | FALSE | inc |
| ccne2_1.3 | 32.5 | FALSE | inc |
| cdh1_1.2 | 4.4 | FALSE | dec |
| cdk2 | 25.8 | TRUE | inc |
| cdkn1ca | 45.1 | FALSE | inc |
| chd7_1.3 | 54.7 | TRUE | dec |
| cnot1_2.1 | 39.6 | FALSE | dec |
| ctc1 | 4.1 | FALSE | inc |
| ddx6 | 22.0 | FALSE | dec |
| dna2 | 34.7 | FALSE | inc |
| dnm2a_1.2 | 2.2 | FALSE | dec |
| drg1 | 24.8 | FALSE | inc |
| drg2 | 34.2 | FALSE | inc |
| edf1 | 44.6 | TRUE | inc |
| eef1a1l1_1.2 | 29.8 | FALSE | inc |
| eef1a1l1_1.3 | 49.8 | FALSE | dec |
| eef1b2_1.1 | 39.3 | FALSE | inc |
| eef1b2_1.2 | 39.5 | FALSE | inc |
| eef1db_1.1 | 4.1 | FALSE | inc |
| eef1db_1.5 | 32.1 | FALSE | inc |
| eif2s1b | 34.6 | FALSE | inc |
| eif3ba | 40.9 | FALSE | inc |
| eif3d_1.4 | 30.9 | FALSE | inc |
| eif3ea_1.3 | 5.4 | FALSE | inc |
| eif3f | 35.9 | FALSE | inc |
| eif3g | 28.0 | FALSE | inc |
| eif3ha | 40.4 | FALSE | inc |
| eif3hb_1.2 | 44.7 | FALSE | inc |
| eif3i | 23.9 | FALSE | inc |
| eif3jb | 37.2 | FALSE | dec |
| eif3k | 44.3 | FALSE | inc |
| eif3m | 25.8 | FALSE | inc |
| eif4e2 | 4.8 | FALSE | inc |
| eif4ea_1.1 | 45.9 | FALSE | dec |
| eif4ebp2 | 3.4 | FALSE | dec |
| eif4enif1_1.3 | 32.6 | FALSE | dec |
| eif5a2_1.2 | 3.0 | FALSE | dec |
| eif5b_1.2 | 33.2 | FALSE | dec |
| eri1_2.1 | 29.4 | FALSE | inc |
| esco2 | 25.1 | FALSE | inc |
| fabp3 | 38.4 | FALSE | inc |
| faub_2.1 | 3.1 | FALSE | U |
| furina_2.1 | 2.8 | FALSE | dec |
| gemin2 | 32.3 | FALSE | inc |
| gemin8_2.1 | 42.5 | FALSE | dec |
| gins2 | 25.1 | FALSE | inc |
| hdac4_1.2 | 34.3 | TRUE | dec |
| hdac5_1.2 | 35.1 | TRUE | dec |
| hmgn7_1.2 | 35.2 | FALSE | inc |
| insrb | 35.5 | FALSE | dec |
| kcna4 | 58.2 | FALSE | dec |
| kcnc3a_1.1 | 44.2 | FALSE | dec |
| kras_1.2 | 37.2 | FALSE | dec |
| mcm5 | 43.1 | FALSE | inc |
| mcm7_1.2 | 43.1 | FALSE | inc |
| mcm9 | 38.8 | FALSE | inc |
| mcmbp | 26.9 | FALSE | inc |
| mcts1 | 27.2 | FALSE | inc |
| mdka_1.1 | 3.3 | FALSE | inc |
| mdka_1.2 | 46.7 | FALSE | inc |
| mdka_1.4 | 32.5 | FALSE | inc |
| meis1b_1.1 | 4.1 | TRUE | inc |
| metap2a | 40.2 | FALSE | dec |
| metap2b | 30.4 | FALSE | dec |
| mrpl20 | 29.4 | FALSE | inc |
| mrpl22 | 27.4 | FALSE | inc |
| mrpl27 | 42.3 | FALSE | inc |
| msi2b_1.6 | 4.1 | FALSE | inc |
| msi2b_1.8 | 38.4 | FALSE | dec |
| ndc80 | 20.1 | FALSE | inc |
| ntn1a_1.2 | 39.4 | FALSE | dec |
| orc4 | 28.9 | FALSE | inc |
| pa2g4b_1.1 | 59.1 | FALSE | inc |
| paics_1.1 | 3.1 | FALSE | dec |
| pbx4_1.2 | 23.0 | TRUE | dec |
| pdcd5 | 29.5 | FALSE | inc |
| pin4 | 37.4 | FALSE | inc |
| pitpnaa | 3.1 | FALSE | dec |
| pola2 | 37.8 | FALSE | inc |
| pole2 | 30.9 | FALSE | inc |
| pole4_1.3 | 2.6 | FALSE | inc |
| prim2_1.2 | 30.3 | FALSE | inc |
| puf60a_1.3 | 3.5 | TRUE | inc |
| rack1_1.1 | 39.6 | FALSE | inc |
| rack1_1.2 | 6.6 | FALSE | inc |
| riok3 | 22.3 | FALSE | inc |
| riox1 | 33.3 | FALSE | inc |
| riox2 | 30.4 | FALSE | inc |
| rnaseh2a_1.2 | 33.2 | FALSE | inc |
| rpl10a_1.1 | 53.4 | FALSE | inc |
| rpl11 | 41.9 | FALSE | inc |
| rpl12_2.1 | 39.4 | FALSE | inc |
| rpl13a | 39.3 | FALSE | inc |
| rpl14 | 6.9 | FALSE | inc |
| rpl15 | 42.9 | FALSE | inc |
| rpl17_1.1 | 4.6 | FALSE | inc |
| rpl19 | 35.5 | FALSE | inc |
| rpl23 | 43.8 | FALSE | inc |
| rpl27 | 45.8 | FALSE | inc |
| rpl28_1.2 | 2.1 | FALSE | inc |
| rpl29 | 51.0 | FALSE | inc |
| rpl3_1.2 | 7.8 | FALSE | inc |
| rpl32_2.1 | 25.0 | FALSE | inc |
| rpl35 | 8.2 | FALSE | inc |
| rpl36a_1.3 | 46.0 | FALSE | inc |
| rpl38 | 6.8 | FALSE | inc |
| rpl39 | 42.0 | FALSE | inc |
| rpl5a | 9.0 | FALSE | inc |
| rpl7 | 33.3 | FALSE | inc |
| rpl7a_1.1 | 5.9 | FALSE | inc |
| rpl8_1.2 | 4.6 | FALSE | U |
| rpl9_1.1 | 7.0 | FALSE | inc |
| rpl9_1.2 | 31.1 | FALSE | inc |
| rplp0_1.2 | 6.2 | FALSE | inc |
| rplp2 | 6.0 | FALSE | inc |
| rps11 | 39.4 | FALSE | inc |
| rps13_1.1 | 3.3 | FALSE | dec |
| rps13_1.2 | 5.8 | FALSE | inc |
| rps15 | 5.8 | FALSE | inc |
| rps15a | 47.0 | FALSE | inc |
| rps18_1.2 | 28.2 | FALSE | inc |
| rps2_1.1 | 42.6 | FALSE | inc |
| rps2_1.2 | 25.0 | FALSE | inc |
| rps24_1.1 | 3.4 | FALSE | inc |
| rps26 | 6.6 | FALSE | inc |
| rps27.1 | 29.3 | FALSE | inc |
| rps27.2_1.2 | 32.1 | FALSE | inc |
| rps27l | 57.9 | FALSE | inc |
| rps29 | 4.8 | FALSE | inc |
| rps3a_1.1 | 42.5 | FALSE | inc |
| rps5 | 8.7 | FALSE | inc |
| rps6 | 36.0 | FALSE | inc |
| rps7 | 7.9 | FALSE | inc |
| rps8a | 5.0 | FALSE | inc |
| rps9_2.1 | 2.6 | FALSE | inc |
| rpsa_1.2 | 59.0 | FALSE | inc |
| rwdd1 | 31.5 | FALSE | inc |
| sap130b_1.2 | 28.7 | TRUE | dec |
| serbp1b | 33.0 | FALSE | dec |
| si:ch211-207d6.2 | 4.3 | FALSE | dec |
| si:dkey-151g10.6 | 3.5 | FALSE | inc |
| si:dkey-222b8.1_2.1 | 30.3 | TRUE | dec |
| si:dkey-46g23.1_1.1 | 40.9 | FALSE | dec |
| si:dkey-96n2.1 | 3.6 | FALSE | inc |
| si:dkeyp-110a12.4 | 3.4 | FALSE | inc |
| slc29a1a | 40.8 | FALSE | dec |
| snu13b | 40.3 | FALSE | inc |
| srp54 | 48.8 | FALSE | inc |
| srpra | 3.4 | FALSE | dec |
| tfap2c_1.2 | 1.6 | TRUE | dec |
| tnrc6c1_1.4 | 59.3 | FALSE | dec |
| top1l | 26.5 | TRUE | dec |
| tpt1_1.1 | 24.9 | FALSE | inc |
| utp6_3.1 | 39.3 | FALSE | inc |
| ywhae2 | 37.9 | FALSE | dec |
| znf622 | 4.2 | TRUE | U |
Cluster 19 - 22 transcripts (~ 25% < 9.35 μg/L)
Driver GO terms : translational initiation
KEGG pathways : Herpes simplex virus 1 infection
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| akt3a_1.2 | 37.9 | FALSE | dec |
| calr3b | 4.1 | FALSE | dec |
| cdc123_1.2 | 34.9 | FALSE | inc |
| eif2b1_1.2 | 25.7 | FALSE | inc |
| eif2b3_1.2 | 37.5 | FALSE | inc |
| eif2b4_1.2 | 25.4 | FALSE | inc |
| eif2b5 | 39.4 | FALSE | inc |
| eif2s1b | 34.6 | FALSE | inc |
| eif2s2 | 40.6 | FALSE | inc |
| eif2s3_1.3 | 29.3 | FALSE | inc |
| eif4e2 | 4.8 | FALSE | inc |
| eif4ea_1.1 | 45.9 | FALSE | dec |
| eif4ebp2 | 3.4 | FALSE | dec |
| eif4enif1_1.3 | 32.6 | FALSE | dec |
| irf7_1.2 | 23.1 | TRUE | inc |
| jak2a_1.1 | 44.0 | FALSE | dec |
| pdia3_1.2 | 3.0 | FALSE | dec |
| ptpn11a_1.2 | 3.1 | FALSE | dec |
| pvrl2l | 39.2 | FALSE | dec |
| si:ch73-22o12.1 | 36.6 | FALSE | dec |
| srsf5b_1.1 | 3.2 | FALSE | bell |
| tapbp.1 | 35.7 | FALSE | inc |
Cluster 27 - 16 transcripts (~ 25% < 14.02 μg/L)
Driver GO terms : DNA repair
KEGG pathways : Fanconi anemia pathway
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| brca2 | 16.9 | TRUE | inc |
| cenpn | 32.1 | FALSE | inc |
| cenps_2.1 | 34.1 | FALSE | inc |
| faap100 | 36.9 | FALSE | inc |
| fam168a_1.2 | 36.1 | FALSE | dec |
| fan1_1.1 | 45.8 | FALSE | inc |
| FO834799.1 | 5.2 | FALSE | inc |
| nucks1a | 39.3 | FALSE | dec |
| palb2_1.2 | 1.7 | FALSE | inc |
| rad51d | 27.0 | FALSE | inc |
| rbbp8_1.2 | 5.2 | FALSE | inc |
| ube2a_1.2 | 4.9 | FALSE | inc |
| ube2al | 38.9 | FALSE | inc |
| ube2t | 41.3 | FALSE | inc |
| unknown.76 | 24.1 | FALSE | inc |
| usp1_1.2 | 23.8 | FALSE | inc |
Cluster 3 - 24 transcripts (~ 25% < 14.03 μg/L)
Driver GO terms : tRNA aminoacylation
KEGG pathways : Aminoacyl-tRNA biosynthesis
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| aars1_1.2 | 15.3 | FALSE | inc |
| aars1_2.2 | 14.4 | FALSE | inc |
| aimp1a | 35.7 | FALSE | inc |
| aimp1b_1.4 | 4.1 | FALSE | inc |
| aimp2_1.2 | 38.0 | FALSE | inc |
| dars1 | 17.8 | FALSE | inc |
| dtd1 | 28.8 | FALSE | inc |
| eprs1_1.2 | 15.4 | FALSE | inc |
| farsa | 16.2 | FALSE | inc |
| farsb | 12.4 | FALSE | inc |
| gars1 | 39.3 | FALSE | inc |
| hars_1.1 | 24.9 | FALSE | inc |
| iars1 | 23.9 | FALSE | inc |
| kars1_1.1 | 30.6 | FALSE | inc |
| lars2_1.2 | 4.0 | FALSE | U |
| LO017852.1 | 6.5 | FALSE | inc |
| mars1_1.1 | 2.9 | FALSE | inc |
| nars1 | 12.9 | FALSE | inc |
| sars1 | 19.0 | FALSE | inc |
| tars1_2.1 | 38.4 | FALSE | inc |
| vars2 | 31.8 | FALSE | inc |
| wars1 | 18.2 | FALSE | inc |
| WARS1 | 39.5 | FALSE | inc |
| yars1_1.2 | 22.2 | FALSE | inc |
Cluster 69 - 17 transcripts (~ 25% < 17.13 μg/L)
Driver GO terms :
KEGG pathways : Insulin signaling pathway
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| akt3a_1.2 | 37.9 | FALSE | dec |
| braf_1.2 | 2.8 | FALSE | bell |
| cbl | 41.4 | TRUE | dec |
| eif4e2 | 4.8 | FALSE | inc |
| gnas_1.2 | 34.9 | FALSE | dec |
| insrb | 35.5 | FALSE | dec |
| irs1 | 27.5 | FALSE | dec |
| kras_1.2 | 37.2 | FALSE | dec |
| pde3b | 33.0 | FALSE | dec |
| phkb_1.4 | 4.6 | FALSE | inc |
| phkg1b_1.2 | 42.1 | FALSE | inc |
| phkg2 | 4.6 | FALSE | U |
| ppargc1a | 37.8 | TRUE | dec |
| ppp1r3cb_1.2 | 39.4 | FALSE | inc |
| prkacaa | 31.2 | FALSE | dec |
| prkar1ab | 31.9 | FALSE | dec |
| prkar2aa | 17.1 | FALSE | dec |
Cluster 23 - 20 transcripts (~ 25% < 21.79 μg/L)
Driver GO terms : DNA modification, methylation
KEGG pathways : Cysteine and methionine metabolism
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| adi1 | 28.8 | FALSE | inc |
| apip | 37.3 | FALSE | inc |
| dnmt1 | 34.1 | TRUE | inc |
| dnmt3aa_1.2 | 43.7 | FALSE | dec |
| dnmt3ab_1.2 | 23.1 | FALSE | dec |
| dnmt3bb.1_2.1 | 6.1 | FALSE | dec |
| dnmt3bb.3_1.2 | 36.7 | FALSE | inc |
| mto1 | 52.4 | FALSE | inc |
| phgdh | 17.9 | FALSE | inc |
| prmt7_2.1 | 33.1 | FALSE | inc |
| psat1 | 9.3 | FALSE | inc |
| setd4 | 32.6 | FALSE | inc |
| smyd1b_1.2 | 34.9 | TRUE | inc |
| smyd4 | 37.1 | FALSE | inc |
| tet3_1.2 | 43.3 | FALSE | dec |
| tet3_1.3 | 2.3 | FALSE | inc |
| thumpd3_2.1 | 31.2 | FALSE | inc |
| trdmt1 | 37.8 | FALSE | inc |
| trmt6 | 1.9 | FALSE | U |
| vcpkmt_1.2 | 33.8 | FALSE | inc |
Cluster 42 - 24 transcripts (~ 25% < 22.31 μg/L)
Driver GO terms : DNA metabolic process
KEGG pathways : Base excision repair, DNA replication, Mismatch repair, Nucleotide excision repair
Wikipathways : DNA replication
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| brca2 | 16.9 | TRUE | inc |
| ccdc36 | 4.5 | FALSE | inc |
| cdca7a | 31.7 | FALSE | inc |
| cdk2 | 25.8 | TRUE | inc |
| dna2 | 34.7 | FALSE | inc |
| dnmt3bb.1_2.1 | 6.1 | FALSE | dec |
| fam168a_1.2 | 36.1 | FALSE | dec |
| fan1_1.1 | 45.8 | FALSE | inc |
| hnrnpua | 45.0 | FALSE | dec |
| mnd1_1.2 | 52.5 | FALSE | inc |
| nucks1a | 39.3 | FALSE | dec |
| palb2_1.2 | 1.7 | FALSE | inc |
| rad17 | 32.9 | FALSE | inc |
| rad51d | 27.0 | FALSE | inc |
| rbbp8_1.2 | 5.2 | FALSE | inc |
| rfc2 | 33.5 | FALSE | inc |
| rfc4_1.5 | 25.0 | FALSE | inc |
| rfc5 | 34.3 | FALSE | inc |
| rnaseh2a_1.2 | 33.2 | FALSE | inc |
| top1_1.4 | 34.2 | FALSE | dec |
| top1l | 26.5 | TRUE | dec |
| ube2a_1.2 | 4.9 | FALSE | inc |
| ube2al | 38.9 | FALSE | inc |
| unknown.76 | 24.1 | FALSE | inc |
Cluster 47 - 4 transcripts (~ 25% < 22.88 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| acta1b | 28.8 | FALSE | dec |
| cttn_1.2 | 5.2 | FALSE | dec |
| scinla | 33.2 | FALSE | inc |
| shroom3_1.2 | 55.4 | FALSE | dec |
Cluster 67 - 5 transcripts (~ 25% < 23.12 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| ppp1caa | 23.1 | FALSE | dec |
| ppp1cbl | 36.0 | FALSE | inc |
| ppp1r14aa | 63.5 | FALSE | inc |
| ppp1r7_1.1 | 43.0 | FALSE | dec |
| ppp1r7_1.2 | 4.2 | FALSE | inc |
Cluster 4 - 80 transcripts (~ 25% < 23.78 μg/L)
Driver GO terms : respiratory electron transport chain, translation
KEGG pathways : Cardiac muscle contraction, Oxidative phosphorylation, Ribosome
Wikipathways : Electron transport chain, Oxidative phosphorylation
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| aars1_2.2 | 14.4 | FALSE | inc |
| atp1a3a | 58.6 | FALSE | dec |
| atp2a1_1.1 | 43.0 | FALSE | inc |
| atp2a2b | 3.3 | FALSE | dec |
| atp2a3_1.3 | 2.8 | FALSE | dec |
| atp5f1c | 24.5 | FALSE | inc |
| CABZ01102240.1_1.1 | 4.2 | FALSE | inc |
| cacng1a | 30.6 | FALSE | inc |
| cnot1_2.1 | 39.6 | FALSE | dec |
| cox6b2 | 35.3 | FALSE | inc |
| cox7a2a_1.2 | 38.4 | FALSE | inc |
| ddx6 | 22.0 | FALSE | dec |
| drg1 | 24.8 | FALSE | inc |
| drg2 | 34.2 | FALSE | inc |
| eef1a1l1_1.2 | 29.8 | FALSE | inc |
| eef1a1l1_1.3 | 49.8 | FALSE | dec |
| eif2s1b | 34.6 | FALSE | inc |
| eif4e2 | 4.8 | FALSE | inc |
| eif4ea_1.1 | 45.9 | FALSE | dec |
| eif4ebp2 | 3.4 | FALSE | dec |
| eif4enif1_1.3 | 32.6 | FALSE | dec |
| gfm2 | 2.8 | FALSE | inc |
| gspt1 | 33.8 | FALSE | inc |
| mettl17_1.4 | 39.9 | FALSE | inc |
| mrpl15 | 52.5 | FALSE | inc |
| mrpl20 | 29.4 | FALSE | inc |
| mrpl22 | 27.4 | FALSE | inc |
| mrpl27 | 42.3 | FALSE | inc |
| mrpl3 | 39.8 | FALSE | inc |
| mrpl30 | 34.5 | FALSE | inc |
| mrpl4_1.2 | 36.5 | FALSE | inc |
| mrpl42 | 40.8 | FALSE | inc |
| mrpl43 | 36.3 | FALSE | inc |
| mrpl45_2.2 | 31.9 | FALSE | inc |
| mrps10 | 29.9 | FALSE | inc |
| mrps15 | 30.5 | FALSE | inc |
| mrps16_2.1 | 39.0 | FALSE | inc |
| mrps18a | 27.5 | FALSE | inc |
| mrps18b | 26.3 | FALSE | inc |
| mrps18c | 40.1 | FALSE | inc |
| mrps22_1.4 | 41.8 | FALSE | inc |
| msi2b_1.6 | 4.1 | FALSE | inc |
| msi2b_1.8 | 38.4 | FALSE | dec |
| mt-atp6 | 3.5 | FALSE | inc |
| mt-atp8 | 34.3 | FALSE | inc |
| mt-cyb | 3.7 | FALSE | inc |
| mt-nd1 | 30.2 | FALSE | inc |
| mt-nd2 | 5.3 | FALSE | inc |
| mt-nd3 | 4.3 | FALSE | inc |
| mt-nd4 | 3.5 | FALSE | inc |
| mt-nd4l | 29.3 | FALSE | inc |
| mt-nd5 | 6.9 | FALSE | U |
| mt-nd6 | 3.6 | FALSE | inc |
| ndufaf3 | 31.1 | FALSE | inc |
| ndufaf5 | 41.4 | FALSE | inc |
| ndufb11 | 33.8 | FALSE | inc |
| ndufb5 | 40.9 | FALSE | inc |
| ndufb6 | 26.8 | FALSE | inc |
| ndufb8 | 32.8 | FALSE | inc |
| ndufb9 | 39.6 | FALSE | inc |
| ndufs2 | 40.9 | FALSE | inc |
| pmpcb | 24.4 | FALSE | inc |
| postnb_1.4 | 7.0 | FALSE | inc |
| ppa1b | 29.1 | FALSE | inc |
| rpl32_2.1 | 25.0 | FALSE | inc |
| rpl36a_1.3 | 46.0 | FALSE | inc |
| rpl7a_1.1 | 5.9 | FALSE | inc |
| rps9_2.1 | 2.6 | FALSE | inc |
| rwdd1 | 31.5 | FALSE | inc |
| sdhb | 40.8 | FALSE | inc |
| sdhc_1.2 | 29.1 | FALSE | inc |
| si:ch211-139a5.9_1.1 | 29.7 | FALSE | inc |
| si:dkey-151g10.6 | 3.5 | FALSE | inc |
| si:dkey-46g23.1_1.1 | 40.9 | FALSE | dec |
| slc25a55b | 39.0 | FALSE | dec |
| slc8a2b | 47.0 | FALSE | dec |
| soul4 | 49.9 | FALSE | dec |
| tnrc6c1_1.4 | 59.3 | FALSE | dec |
| trdn_1.4 | 57.1 | FALSE | dec |
| ucp2 | 53.2 | FALSE | inc |
Cluster 65 - 4 transcripts (~ 25% < 23.82 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| acin1a_1.1 | 43 | FALSE | inc |
| luc7l3 | 36 | FALSE | dec |
| pnisr_1.2 | 6 | FALSE | bell |
| pnn | 30 | FALSE | dec |
Cluster 46 - 17 transcripts (~ 25% < 24.59 μg/L)
Driver GO terms : DNA replication
KEGG pathways : DNA replication, Fanconi anemia pathway, Homologous recombination, Mismatch repair, Nucleotide excision repair
Wikipathways : DNA replication, G1 to S cell cycle control
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| brca2 | 16.9 | TRUE | inc |
| ccnb1_1.2 | 24.6 | FALSE | inc |
| ccne2_1.3 | 32.5 | FALSE | inc |
| cdk2 | 25.8 | TRUE | inc |
| cdkn1ca | 45.1 | FALSE | inc |
| dna2 | 34.7 | FALSE | inc |
| palb2_1.2 | 1.7 | FALSE | inc |
| rad51d | 27.0 | FALSE | inc |
| rad54l | 22.3 | FALSE | inc |
| rbbp8_1.2 | 5.2 | FALSE | inc |
| recql4 | 31.7 | FALSE | inc |
| rnaseh2a_1.2 | 33.2 | FALSE | inc |
| rpa1 | 48.3 | FALSE | inc |
| rpa2_1.2 | 43.2 | FALSE | inc |
| rpa3 | 30.9 | FALSE | inc |
| top1l | 26.5 | TRUE | dec |
| top3b | 28.0 | FALSE | dec |
Cluster 61 - 6 transcripts (~ 25% < 24.94 μg/L)
Driver GO terms :
KEGG pathways : ATP-dependent chromatin remodeling
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| chd3_2.2 | 30.4 | TRUE | dec |
| chrac1_1.2 | 25.0 | TRUE | inc |
| gatad2b | 24.9 | TRUE | dec |
| lin52_1.2 | 44.3 | FALSE | inc |
| rbbp4 | 36.7 | TRUE | inc |
| smarcb1b_1.3 | 2.9 | FALSE | inc |
Cluster 6 - 27 transcripts (~ 25% < 24.96 μg/L)
Driver GO terms : ribosome biogenesis
KEGG pathways : Ribosome biogenesis in eukaryotes
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| aamp_1.2 | 27.2 | FALSE | inc |
| bms1_2.1 | 2.9 | FALSE | dec |
| emg1 | 48.1 | FALSE | inc |
| eri1_2.1 | 29.4 | FALSE | inc |
| exosc5_1.1 | 5.2 | FALSE | dec |
| exosc5_1.2 | 40.4 | FALSE | inc |
| exosc8 | 31.8 | FALSE | inc |
| glmna | 34.4 | FALSE | inc |
| ncoa6_1.2 | 2.5 | FALSE | inc |
| ncoa6_1.3 | 32.4 | FALSE | dec |
| ngdn | 42.8 | FALSE | inc |
| nmd3 | 48.1 | FALSE | inc |
| noc4l | 43.0 | FALSE | inc |
| nop58 | 2.6 | FALSE | dec |
| pin4 | 37.4 | FALSE | inc |
| pno1 | 22.7 | FALSE | inc |
| rab5if | 2.3 | FALSE | dec |
| ran | 30.5 | TRUE | inc |
| rpl7a_1.1 | 5.9 | FALSE | inc |
| rrp7a | 39.9 | FALSE | inc |
| snu13b | 40.3 | FALSE | inc |
| trub2 | 31.9 | FALSE | inc |
| UTP14C | 52.0 | FALSE | dec |
| utp6_3.1 | 39.3 | FALSE | inc |
| xrn1 | 35.5 | FALSE | dec |
| xrn2_1.2 | 28.1 | TRUE | dec |
| zgc:174888_1.2 | 33.9 | FALSE | inc |
Cluster 28 - 5 transcripts (~ 25% < 25.16 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| actr8 | 44.5 | TRUE | inc |
| dsn1 | 29.9 | FALSE | inc |
| knl1 | 2.1 | FALSE | inc |
| si:dkey-6i22.5 | 31.2 | FALSE | inc |
| spc24 | 25.2 | FALSE | inc |
Cluster 40 - 10 transcripts (~ 25% < 26.62 μg/L)
Driver GO terms : regulatory ncRNA-mediated gene silencing
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| ago1 | 40.2 | TRUE | dec |
| ago2 | 28.4 | TRUE | dec |
| ago4 | 54.4 | FALSE | dec |
| dicer1_1.1 | 26.0 | FALSE | dec |
| eri1_2.1 | 29.4 | FALSE | inc |
| pum1_1.2 | 34.1 | FALSE | dec |
| si:dkey-46g23.1_1.1 | 40.9 | FALSE | dec |
| snd1_1.2 | 2.3 | TRUE | dec |
| tarbp2 | 24.4 | FALSE | dec |
| tnrc6c1_1.4 | 59.3 | FALSE | dec |
Cluster 63 - 18 transcripts (~ 25% < 26.73 μg/L)
Driver GO terms :
KEGG pathways : Apelin signaling pathway
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| akt3a_1.2 | 37.9 | FALSE | dec |
| aplnr2 | 6.9 | FALSE | inc |
| cdh1_1.2 | 4.4 | FALSE | dec |
| gna11b | 39.7 | FALSE | dec |
| gnai2a | 4.1 | FALSE | dec |
| gnb1a | 56.9 | FALSE | dec |
| gnb1b | 30.4 | FALSE | dec |
| hdac4_1.2 | 34.3 | TRUE | dec |
| hdac5_1.2 | 35.1 | TRUE | dec |
| kras_1.2 | 37.2 | FALSE | dec |
| mef2cb_1.5 | 41.3 | TRUE | dec |
| mef2d_1.2 | 41.0 | TRUE | dec |
| mylkb_1.2 | 2.9 | FALSE | dec |
| pde3b | 33.0 | FALSE | dec |
| ppargc1a | 37.8 | TRUE | dec |
| si:dkey-222b8.1_2.1 | 30.3 | TRUE | dec |
| slc8a2b | 47.0 | FALSE | dec |
| tfam | 25.5 | TRUE | inc |
Cluster 51 - 4 transcripts (~ 25% < 26.86 μg/L)
Driver GO terms :
KEGG pathways :
Wikipathways :
| id | BMD.zSD | TF | trend |
|---|---|---|---|
| fam214a_2.1 | 40 | FALSE | dec |
| pak1ip1 | 24 | FALSE | inc |
| rsl24d1 | 33 | FALSE | inc |
| wdr18 | 28 | FALSE | inc |